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ResearchFormerly WizWand

Medical Image Analysis on Fundus 2 tasks

75.7Average Performance (%)Director-Experts (DEX)
59.47663.68867.972.112May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Director-Experts (DEX)Modality=MM, Backbone=ViT-B, Data size=4.97M2026.0575.7
MAE-MedVerseModality=MM, Backbone=ViT-B, Data size=4.97M2026.0573.6
MAEModality=NI, Backbone=ViT-B, Data size=1.28M2026.0571.7
MedSAMModality=MM, Backbone=ViT-B, Data size=1.57M, Supervision Type=paired text or labels2026.0571.7
LVMMedModality=MM, Backbone=ViT-B, Data size=1.3M2026.0571.6
RETFoundModality=OCT, Backbone=ViT-L, Data size=736K2026.0570.8
CONCHModality=Path, Backbone=ViT-B, Data size=1.17M, Supervision Type=paired text or labels2026.0570.4
PanDermModality=MM, Backbone=ViT-B, Data size=2.15M2026.0570.2
USFMModality=US, Backbone=ViT-B, Data size=2.19M2026.0567.8
DINOv2Modality=NI, Backbone=ViT-B, Data size=120M2026.0565.6
scratchModality=scratch, Backbone=ViT-B, Data size=-2026.0563.2
DINOv3Modality=NI, Backbone=ViT-B, Data size=1.7B2026.0562.9
PLIPModality=Path, Backbone=ViT-B, Data size=208K, Supervision Type=paired text or labels2026.0560.1